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ECAI
2010
Springer
13 years 11 months ago
Unsupervised Layer-Wise Model Selection in Deep Neural Networks
Abstract. Deep Neural Networks (DNN) propose a new and efficient ML architecture based on the layer-wise building of several representation layers. A critical issue for DNNs remain...
Ludovic Arnold, Hélène Paugam-Moisy,...
SIGCOMM
2010
ACM
13 years 10 months ago
Breathe to stay cool: adjusting cell sizes to reduce energy consumption
Reducing the energy consumption of a wireless cellular network is an important and urgent problem. This paper studies the effect of cell sizes on the energy consumed by the networ...
Sourjya Bhaumik, Girija J. Narlikar, Subhendu Chat...
CN
2008
126views more  CN 2008»
13 years 10 months ago
Graph transformation approaches for diverse routing in shared risk resource group (SRRG) failures
Failure resilience is a desired feature of the Internet. Most traditional restoration architectures assume single-failure assumption, which is not adequate in present day WDM opti...
Pallab Datta, Arun K. Somani
CCR
2006
85views more  CCR 2006»
13 years 10 months ago
Troubleshooting wireless mesh networks
Effective network troubleshooting is critical for maintaining efficient and reliable network operation. Troubleshooting is especially challenging in multi-hop wireless networks be...
Lili Qiu, Paramvir Bahl, Ananth Rao, Lidong Zhou
CORR
2006
Springer
104views Education» more  CORR 2006»
13 years 10 months ago
Unmanaged Internet Protocol: Taming the Edge Network Management Crisis
Though appropriate for core Internet infrastructure, the Internet Protocol is unsuited to routing within and between emerging ad-hoc edge networks due to its dependence on hierarc...
Bryan Ford